OCR in the Wild:文本检测和识别的SOTA( 三 )


结合FOTS和Textsnake得到的结果 , 文本校正效果较差 , 但识别效果更好 。 请注意 , 从原始图像校正的文字只是为了可视化 。
参考文献Liu, Xuebo, et al. "Fots: Fast oriented text spotting with a unified network." Proceedings of the IEEE conference on computer vision and pattern recognition. 2018.
Long, Shangbang, et al. "Textsnake: A flexible representation for detecting text of arbitrary shapes." Proceedings of the European conference on computer vision (ECCV). 2018.
Luo, Canjie, Lianwen Jin, and Zenghui Sun. "Moran: A multi-object rectified attention network for scene text recognition." Pattern Recognition 90 (2019): 109-118.
Shi, Baoguang, Xiang Bai, and Cong Yao. "An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition." IEEE transactions on pattern analysis and machine intelligence 39.11 (2016): 2298-2304.
Zhou, Xinyu, et al. "East: an efficient and accurate scene text detector." Proceedings of the IEEE conference on Computer Vision and Pattern Recognition. 2017.
Zhang, Zheng, et al. "Multi-oriented text detection with fully convolutional networks." Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016.
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